How to Build a High Performance Application Using Cloud Foundry and Redis (Cloud Foundry Summit 2014)
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The document discusses Redis Labs, founded in 2011, as a leading provider of fully-managed cloud services for Redis, claiming over 2,200 customers and significant performance benchmarks. It highlights Redis's status as a top NoSQL database, its diverse data structures, and use cases in various industries like online advertising and social gaming. The presentation also covers the company’s commitment to R&D and the seamless scalability and management features of their offerings.
![• [BOSH] Bootstrapping Redis Labs cluster (over EC2)
• [Redis Labs Console] Create a plan & set CF Credentials
• [CF]: Create & bind service
• Show a working app (try.redis)
• SSO
The Demo](https://image.slidesharecdn.com/tue1715breakoutredislabsyiftach-140623141356-phpapp01/85/How-to-Build-a-High-Performance-Application-Using-Cloud-Foundry-and-Redis-Cloud-Foundry-Summit-2014-21-320.jpg)
How to Build a High Performance Application Using Cloud Foundry and Redis (Cloud Foundry Summit 2014)
- 1. 1 building lightning fast apps over CF and BOSH
- 2. 2 Leading the commercial Redis market Founded in 2011; GA in 02/2013 2,200+ paying customers; 50,000+ DBs; 100+ new DBs/day 2nd largest contributor to open source Redis Raised $13M - Bain/Carmel/Strategic/Angels Offices in Santa Clara and Tel-Aviv In a nutshell
- 3. 3 Redis Cloud Memcached Cloud Our offering Fully-managed cloud services. On-prem server license - soon. 3
- 6. 6 The newest NoSQL create by Salvatore Sanfilippo (@antirez) The fastest data store available today (served entirely from RAM) Among the top 3 databases chosen by developers Much more than a simple key/value - Strings, Hashes, Lists, Sets, Sorted Set, LUA, transactions, Bits operations Strong use cases, dynamic community, large eco-system Redis
- 7. 7 100msec = Fast apps requirements max E2E response time, under any load 50msec = average Internet latency 50msec = required app response time (includes processing & multi DB accesses) 1msec = required DB response time The only database to meet requirement=
- 9. 9 Timeline Followers Caching Messaging Geo search Leaderboards Job management RT analytics Verticals & main use cases Online advertising Social Gaming Financial Services
- 10. 10 • Multi-TB in memory • ~ 300,000 reads/sec • ~ 5,000*N writes/sec N - # of followers Twitter Every Timeline (800 tweets per user) is on Redis
- 11. 11 • 20TB+ in memory • ~ 6,000,000 reads/sec • ~ 600,000 writes/sec Weibo (Chinese Twitter) • Counting • Reverse cache • Top 10 lists • Last Index • Relational list/Message Queue • Fast transactions w/ LUA
- 12. 12 Pinterest Object graph: • Per user (Sorted Set w/ timestamp as score) store the users followed (explicit+ implicit) store the user’s followers (explicit+implicit) • Per board Redis Hash for storing explicit followers Redis Set for storing explicit unfollowers
- 13. 13 Stack Overflow Three levels of cache: • Local cache (no persistence) sessions, and pending view count updates • Site cache hot question id lists, users acceptance rates.. • Global cache Inboxes, API usage quotas, …
- 14. 14 Github • Redis is used for routing info • Matching user repositories to server names
- 15. 15 Hipchat • Which users are in which room • Who is online • XMPP server balancing
- 16. 16 Youporn Most data is found in Hashes with ordered Sets used to know what data to show (1) ZinterStore on: {videos:filters:release}{videos:filters:orientation:straight} {videos:filters:categories(id)}{videos:ordering:rating} (2) Perform a ZRANGE to get the pages we want and get the list of video_ids back (3) Start pipelining to get all the videos from Hashes
- 17. 17 Snapchat • 500+ instances • 15-50TB • Running on GCE 400M messages/day
- 18. 18 Why Redis Labs ?
- 19. 19 Infinite seamless scalability True high-availability Stable top performance Zero management Users choose us because..
- 20. 20 We invested a lot… • 20+ man-years spent on R&D • 15 Redis experts on team Optimal Redis deployment environment
- 21. • [BOSH] Bootstrapping Redis Labs cluster (over EC2) • [Redis Labs Console] Create a plan & set CF Credentials • [CF]: Create & bind service • Show a working app (try.redis) • SSO The Demo
- 22. 22 Questions ?
- 23. 23 Thank You